Run
8867607

Run 8867607

Task 3835 (Supervised Classification) squash-stored Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.4448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4936
Cross-validation details (10-fold Crossvalidation)
Number of instances
52
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9038
Cross-validation details (10-fold Crossvalidation)